AI Agent Skills

AWS automation scripts and lambda functions

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Complete Refactoring Guide and Code Smells (Bahasa Indonesia)

Source the next ML experiment proposal from the user via one of three entry points selected by `AskUserQuestion`: (a) a scientific article URL the agent must read and sy…

jhj0517/finetuning-notebooks is a high-star GitHub project relevant to AI agent workflows.

Python and finacial data

Automake owns a Git-backed ratchet for safely improving a repository through separate optimizer and evaluator roles: it establishes a baseline, proposes and checks candi…

The repeatable loop for watching a pull request until it is merged or closed, pairing webhook subscription with a scheduled self check-in so CI results, new pushes, and…

Report, list, or manage bug reports as GitHub issues

Create, list, or manage feature specs and GitHub issues

Example Skillset that demonstrates inline + GitHub + registry dependencies.

Autoconsultant owns the approval-gated workflow that takes an ambiguous repository change through a persistent Consultant consultation and adversarial plan review, then…

Adopt OpenSpec in a repo that lacks it: scaffold the openspec/ layout, write baseline specs describing the system as it exists today (from code, docs, and git history),…

Land technical design artifacts to the code repo or knowledge platform (default Git repo / Confluence). Used by @Architect to upload technical design for downstream impl…

Register maintained or ephemeral Git checkouts with codebase-memory-mcp, keep long-lived indexes current through non-clobbering Git hooks, and tear down ephemeral indexe…

Drive one tracked ticket from arrival to resolution through four verbs: triage, start, revise, finalize. Use when the user says triage/start/revise/finalize with a ticke…